2026-09-18 · job 134669 · 본 런과 같은 스냅샷·설정(가드 B 끔) · 5칸 · 성공 2 · API $1.410
요약 — restore 5칸(전략별 1칸, textlog 는 multi) 결과 2/5 성공, 그중 실질 성공은 frames 소금통 1칸(12턴 $0.152), blind 숟가락은 처음부터 정답 위에 있던 사소 통과. API $1.410, 잡 2h18m.
carry 놓침이 지배적: 실행된 carry 7회 중 놓침 5회(slip 0.36~0.65 m), 유지 2회(slip 1.4·1.7 cm) + IK 거부 1회(팔 뻗은 채 주행). 손목캠을 보면 놓친 경우는 전부 물체 끝을 손끝으로만 잡은 marginal grasp. 다른 세션 goal 프로브(40칸)에서도 carry 놓침 37/64(58%), carry 를 끄면 place 단계에서 12/20 놓침 — 어느 쪽이든 약한 grasp 는 못 버틴다.
textlog multi(리모컨 2 + 감자): 60턴 상한, pick 42회(성공 3), carry 놓침·IK 거부, 빈손 오판 4회, 잘못된 식탁에 place 1회 → 0/3. 이 스모크 최악 케이스.
rf-v3 펜: pick 0/37, 예산 5,000 소진. 얇은 물체는 정책이 못 집는다.
blind 숟가락(사소 통과): 빈손 pick_and_place 가 스텝 0 으로 "성공"(이미 정답 위) → VLM 이 "들고 있으니 놓겠다"를 47턴 반복(정체 가드가 vacuous 성공을 안 셈) → $0.153 낭비. 본 런 464칸 중 이런 사소 통과 셀 14칸(3.0%), 행에 trivial_answers 표기.
vis-pure 리모컨: 계획 정답(침대→의자). carry 놓침 2회 뒤 3번째는 유지했지만 의자 좌석(0.37 m)에서 preplace IK 거부·미수렴 → VLA 가 나쁜 자세에서 놓쳐 1.68 m 밖 → "놓았다"며 done. $0.535(vis-pure 호출 단가 ×2.3).
frames 소금통(성공): pick 2회차 → carry 놓침 → 재-pick(전환 1) → carry 유지 → 앵커 given 접근 → preplace 는 10점 전부 IK 불가라 팔을 안 옮기고 중립 자세에서 VLA 가 바로 놓아 39스텝 성공 → 빈손 pnp 한 번 더 → done. 최종 0.61 m.
Pick up the salt shaker and place it in or on where it first was
성공
done
12
1945
$0.152
플랜 1 — textlog · Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was
질의
Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was
전략
textlog · v1_train_2224__0
결과
실패 종료 max_subgoals · 60/60턴 · 11046/12000스텝 · $0.361 (65회)
navigate / pick 횟수
18 / 42 · 재질의 5
GT 수용체 위에 놓인 물체
0/3
원래 자리까지 xy 거리
remotecontrol 0.137 m, remotecontrol 9.98 m, Irishpotato 5.303 m
든 채 이동(carry)
T10 놓침(slip 0.645 m) · T33 유지(slip 0.0029 m) · T34 유지(slip 0.0003 m) · T36 유지(slip 0.0 m, IK 거부) · T46 유지(slip 0.0 m, IK 거부)
초기 계획(읽기 답)
put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom
put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room
put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen
턴 전수 펼치기 (60턴)
턴 0navigate도착 경로 1.547171795632214 m · 122 스텝
에이전트의 이유 I need to pick up remote control #1 from the tv stand in the bedroom and return it to the dining table in the bedroom. First, I will navigate to the tv stand in the bedroom.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "I need to pick up remote control #1 from the tv stand in the bedroom and return it to the dining table in the bedroom. First, I will navigate to the tv stand in the bedroom.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 1pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 I am picking up the remote control from the tv stand in the bedroom. The pick action is in progress, so I will continue picking.
```json
{"note": null, "reasoning": "I am picking up the remote control from the tv stand in the bedroom. The pick action is in progress, so I will continue picking.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 2pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The robot is in the middle of grasping remote control #1 on the tv stand in the bedroom; issuing pick again to ensure it is lifted.
```json
{"note": null, "reasoning": "The robot is in the middle of grasping remote control #1 on the tv stand in the bedroom; issuing pick again to ensure it is lifted.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 3pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 Continuing pick of remote control on the tv stand in the bedroom.
```json
{"note": null, "reasoning": "Continuing pick of remote control on the tv stand in the bedroom.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 4pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper has not grasped remote control #1 on the tv stand yet. Continuing the pick attempt.
```json
{"note": null, "reasoning": "The gripper has not grasped remote control #1 on the tv stand yet. Continuing the pick attempt.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 5navigate도착 경로 3.644181071735903 m · 136 스텝
에이전트의 이유 The remote control from the tv stand in the bedroom has been successfully picked up and is held in the gripper. Now navigate to the dining table in the bedroom to place it back.
```json
{"note": null, "reasoning": "The remote control from the tv stand in the bedroom has been successfully picked up and is held in the gripper. Now navigate to the dining table in the bedroom to place it back.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 6navigate도착 경로 10.235770908595635 m · 390 스텝
에이전트의 이유 The first remote control has been placed back on the dining table in the bedroom. Next, I need to retrieve the second remote control from the toilet in the bathroom and place it on the dining table in the living room.
skill
navigate
category / surface / room
None / None / bathroom
접지된 object_id
crapper_5e2d12397acf889e9a50a7377fe2679d_1_0_5
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The first remote control has been placed back on the dining table in the bedroom. Next, I need to retrieve the second remote control from the toilet in the bathroom and place it on the dining table in the living room.", "next": {"skill": "navigate", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 7pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 I have navigated to the toilet in the bathroom where remote control #2 is located. Now I need to pick up the remote control.
```json
{"note": null, "reasoning": "I have navigated to the toilet in the bathroom where remote control #2 is located. Now I need to pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 8pick성공 37 스텝 · 그리퍼 전환 5
에이전트의 이유 The robot attempted to pick the remote control from the toilet lid, but the gripper closed without grasping it. Retrying pick.
```json
{"note": null, "reasoning": "The robot attempted to pick the remote control from the toilet lid, but the gripper closed without grasping it. Retrying pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 9navigate도착 경로 15.935937173799804 m · 534 스텝
에이전트의 이유 I am currently holding an object (remote control), so I cannot pick another object. I need to bring it to its intended destination (dining table in bedroom) and place it there.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체를 놓침 · 그리퍼 기준 미끄러짐 0.645 m · 접촉 False · 84 스텝
하네스가 되물음(재질의) you are still holding the remote control+potato — you cannot pick another object; put it down first with pick_and_place(category, surface) at the destination
```json
{"note": null, "reasoning": "I am currently holding an object (remote control), so I cannot pick another object. I need to bring it to its intended destination (dining table in bedroom) and place it there.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 10navigate도착 경로 7.537035704998415 m · 248 스텝
에이전트의 이유 To execute Step 1 of the plan, I need to go to the tv stand in the bedroom to pick up remote control #1.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "To execute Step 1 of the plan, I need to go to the tv stand in the bedroom to pick up remote control #1.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 11pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 I have navigated to the tv stand in the bedroom where remote control #1 is located. I will now pick up the remote control.
```json
{"note": null, "reasoning": "I have navigated to the tv stand in the bedroom where remote control #1 is located. I will now pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 12navigate도착 경로 4.094724089030912 m · 139 스텝
에이전트의 이유 The remote control is successfully picked up from the tv stand. Now navigating to the dining table in the bedroom to place it.
```json
{"note": null, "reasoning": "The remote control is successfully picked up from the tv stand. Now navigating to the dining table in the bedroom to place it.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 13navigate도착 경로 9.864018295188155 m · 377 스텝
에이전트의 이유 Step 1 is complete. Remote control #1 has been returned to the dining table in the bedroom. Now moving to step 2: navigate to the bathroom to pick up remote control #2 from the toilet.
skill
navigate
category / surface / room
None / None / bathroom
접지된 object_id
crapper_5e2d12397acf889e9a50a7377fe2679d_1_0_5
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "Step 1 is complete. Remote control #1 has been returned to the dining table in the bedroom. Now moving to step 2: navigate to the bathroom to pick up remote control #2 from the toilet.", "next": {"skill": "navigate", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 14pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 I have navigated to the toilet in the bathroom where remote control #2 is located. I will now pick up the remote control.
```json
{"note": null, "reasoning": "I have navigated to the toilet in the bathroom where remote control #2 is located. I will now pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 15pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The robot is at the toilet attempting to pick up the remote control located on the toilet tank. I will continue executing the pick skill.
```json
{"note": null, "reasoning": "The robot is at the toilet attempting to pick up the remote control located on the toilet tank. I will continue executing the pick skill.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 16pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The robot is in the middle of executing pick(remote control) on the toilet. The object is not yet grasped/lifted, so repeat the pick subgoal.
```json
{"note": null, "reasoning": "The robot is in the middle of executing pick(remote control) on the toilet. The object is not yet grasped/lifted, so repeat the pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 17pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 The robot is currently executing the pick action for the remote control on the toilet, but has not yet grasped and lifted it. Continuing to pick.
```json
{"note": null, "reasoning": "The robot is currently executing the pick action for the remote control on the toilet, but has not yet grasped and lifted it. Continuing to pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 18pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper is positioned near the remote control on the toilet. Continuing the pick skill to grasp and lift the remote control.
```json
{"note": null, "reasoning": "The gripper is positioned near the remote control on the toilet. Continuing the pick skill to grasp and lift the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 19pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 I am in the process of picking up the remote control from the toilet in the bathroom. The grasp is not finished yet, so I will continue the pick action.
```json
{"note": null, "reasoning": "I am in the process of picking up the remote control from the toilet in the bathroom. The grasp is not finished yet, so I will continue the pick action.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 20pick실패 128 스텝 · 그리퍼 전환 11
에이전트의 이유 The gripper has not grasped the remote control on the toilet yet. I will retry picking the remote control.
```json
{"note": null, "reasoning": "The gripper has not grasped the remote control on the toilet yet. I will retry picking the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 21pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper is empty and in front of the toilet where the remote control is located. I need to pick up the remote control.
```json
{"note": null, "reasoning": "The gripper is empty and in front of the toilet where the remote control is located. I need to pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 22pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 Attempting to pick up the remote control from the toilet in the bathroom.
```json
{"note": null, "reasoning": "Attempting to pick up the remote control from the toilet in the bathroom.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 23pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The remote control is on the toilet in the bathroom. I will pick it up.
```json
{"note": null, "reasoning": "The remote control is on the toilet in the bathroom. I will pick it up.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 24pick실패 128 스텝 · 그리퍼 전환 11
에이전트의 이유 The robot is in the middle of picking the remote control on the toilet. The gripper is open and reaching towards it, but has not grasped it yet. Continuing the pick subgoal.
```json
{"note": null, "reasoning": "The robot is in the middle of picking the remote control on the toilet. The gripper is open and reaching towards it, but has not grasped it yet. Continuing the pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 25pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The robot is in front of the toilet attempting to pick the remote control. The pick is not complete yet, so continuing the pick action.
```json
{"note": null, "reasoning": "The robot is in front of the toilet attempting to pick the remote control. The pick is not complete yet, so continuing the pick action.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 26pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The remote control is on the toilet tank and the gripper is moving to grasp it; continuing the pick.
```json
{"note": null, "reasoning": "The remote control is on the toilet tank and the gripper is moving to grasp it; continuing the pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 27pick실패 128 스텝 · 그리퍼 전환 4
에이전트의 이유 The robot is in front of the toilet in the bathroom where remote control #2 is located on the toilet. Attempting to pick the remote control.
```json
{"note": null, "reasoning": "The robot is in front of the toilet in the bathroom where remote control #2 is located on the toilet. Attempting to pick the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 28navigate도착 경로 1.109518712513028 m · 104 스텝
에이전트의 이유 Navigate to the toilet in the bathroom to reach remote control #2.
skill
navigate
category / surface / room
None / None / bathroom
접지된 object_id
crapper_5e2d12397acf889e9a50a7377fe2679d_1_0_5
접지된 receptacle_id
None
현재 방
room_5
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "Navigate to the toilet in the bathroom to reach remote control #2.", "next": {"skill": "navigate", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 29navigate도착 경로 26.4226633617016 m · 893 스텝
에이전트의 이유 The remote control from the toilet tank has been picked up. I will now navigate to the dining table in the living room to place it back.
```json
{"note": null, "reasoning": "The remote control from the toilet tank has been picked up. I will now navigate to the dining table in the living room to place it back.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 30navigate도착 경로 23.947077198663354 m · 812 스텝
에이전트의 이유 I am not holding the remote control. I must navigate to the toilet in the bathroom to pick up the remote control located there.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
skill
navigate
category / surface / room
None / None / bathroom
접지된 object_id
crapper_5e2d12397acf889e9a50a7377fe2679d_1_0_5
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "I am not holding the remote control. I must navigate to the toilet in the bathroom to pick up the remote control located there.", "next": {"skill": "navigate", "category": "remote control", "surface": "toilet", "room": "bathroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 31pick성공 79 스텝 · 그리퍼 전환 1
에이전트의 이유 I have arrived at the toilet in the bathroom where remote control #2 is located. I need to pick it up.
```json
{"note": null, "reasoning": "I have arrived at the toilet in the bathroom where remote control #2 is located. I need to pick it up.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 32navigate도착 경로 9.134239752130975 m · 312 스텝
에이전트의 이유 I am currently holding an object (remote control) that needs to be returned to its initial location. I need to navigate to the dining table in the bedroom to place it.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0029 m · 접촉 True · 68 스텝
하네스가 되물음(재질의) you are still holding the remote control+potato — you cannot pick another object; put it down first with pick_and_place(category, surface) at the destination
```json
{"note": null, "reasoning": "I am currently holding an object (remote control) that needs to be returned to its initial location. I need to navigate to the dining table in the bedroom to place it.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 33navigate도착 경로 5.45786251683033 m · 230 스텝
에이전트의 이유 Navigate to the tv stand in the bedroom to pick up the first remote control.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0003 m · 접촉 True · 76 스텝
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "Navigate to the tv stand in the bedroom to pick up the first remote control.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 34pick실패 7 스텝 · 그리퍼 전환 0
에이전트의 이유 I have arrived at the tv stand in the bedroom. I will now pick up the remote control.
```json
{"note": null, "reasoning": "I have arrived at the tv stand in the bedroom. I will now pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 35navigate도착 경로 3.726878463105978 m · 137 스텝
에이전트의 이유 I am already holding the remote control. I need to navigate to the dining table in the bedroom to place it down.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0 m · 접촉 True · 0 스텝
하네스가 되물음(재질의) you are still holding the remote control+potato — you cannot pick another object; put it down first with pick_and_place(category, surface) at the destination
```json
{"note": null, "reasoning": "I am already holding the remote control. I need to navigate to the dining table in the bedroom to place it down.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 3}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 36pick_and_place성공 81 스텝 · 그리퍼 전환 2
에이전트의 이유 The remote control from the tv stand has been picked up and carried to the dining table in the bedroom. Now place it onto the dining table.
```json
{"note": null, "reasoning": "The remote control from the tv stand has been picked up and carried to the dining table in the bedroom. Now place it onto the dining table.", "next": {"skill": "pick_and_place", "category": "remote control", "surface": "dining table", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
preplace 직전정책에 넘긴 시작 자세관측 0관측 1정책 실행(exo)정책 실행(손목)preplace 접근(하네스)place 후 후퇴(하네스 · +0.12 m)
턴 37navigate도착 경로 3.8896783318097294 m · 136 스텝
에이전트의 이유 According to the plan and notes, remote control #1 is on the tv stand in the bedroom. I need to navigate to the tv stand in the bedroom to pick it up.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "According to the plan and notes, remote control #1 is on the tv stand in the bedroom. I need to navigate to the tv stand in the bedroom to pick it up.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 38pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 I have navigated to the tv stand in the bedroom. The remote control is visible on the tv stand. I will now pick it up.
```json
{"note": null, "reasoning": "I have navigated to the tv stand in the bedroom. The remote control is visible on the tv stand. I will now pick it up.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 39pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The pick attempt missed and the remote control is still on the tv stand. Retrying pick(remote control).
```json
{"note": null, "reasoning": "The pick attempt missed and the remote control is still on the tv stand. Retrying pick(remote control).", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 40pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The robot is in position at the tv stand in the bedroom attempting to pick up the remote control. The pick is still in progress, so I will continue issuing the pick command.
```json
{"note": null, "reasoning": "The robot is in position at the tv stand in the bedroom attempting to pick up the remote control. The pick is still in progress, so I will continue issuing the pick command.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 41pick실패 128 스텝 · 그리퍼 전환 11
에이전트의 이유 The gripper is moving towards the remote control on the tv stand; continuing the pick attempt.
```json
{"note": null, "reasoning": "The gripper is moving towards the remote control on the tv stand; continuing the pick attempt.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 42pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 The gripper is moving towards the remote control on the tv stand. I need to continue the pick action.
```json
{"note": null, "reasoning": "The gripper is moving towards the remote control on the tv stand. I need to continue the pick action.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 43pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The gripper is positioned near the remote control on the TV stand. Continue attempting to pick it.
```json
{"note": null, "reasoning": "The gripper is positioned near the remote control on the TV stand. Continue attempting to pick it.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 44pick성공 5 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper has closed around remote control #1 on the tv stand in the bedroom, but the arm has not finished lifting it yet. I will continue the pick subgoal.
```json
{"note": null, "reasoning": "The gripper has closed around remote control #1 on the tv stand in the bedroom, but the arm has not finished lifting it yet. I will continue the pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 45navigate도착 경로 8.464572344163999 m · 313 스텝
에이전트의 이유 I am already holding the remote control. I need to bring it to the dining table in the bedroom.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0 m · 접촉 True · 0 스텝
하네스가 되물음(재질의) you are still holding the remote control+potato — you cannot pick another object; put it down first with pick_and_place(category, surface) at the destination
```json
{"note": null, "reasoning": "I am already holding the remote control. I need to bring it to the dining table in the bedroom.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 2}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 46pick_and_place실패 128 스텝 · 그리퍼 전환 3 · 물체 놓침
에이전트의 이유 I am holding the first remote control at the dining table in the bedroom. I will place it on the dining table.
```json
{"note": null, "reasoning": "I am holding the first remote control at the dining table in the bedroom. I will place it on the dining table.", "next": {"skill": "pick_and_place", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
preplace 직전정책에 넘긴 시작 자세관측 0관측 1정책 실행(exo)정책 실행(손목)preplace 접근(하네스)
턴 47pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The gripper is positioned above the remote control and approaching it. I need to continue executing pick to grasp and lift it.
```json
{"note": null, "reasoning": "The gripper is positioned above the remote control and approaching it. I need to continue executing pick to grasp and lift it.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 48navigate도착 경로 11.18756712196723 m · 406 스텝
에이전트의 이유 According to the plan, step 1 is to pick up the remote control from the tv stand in the bedroom and place it on the dining table in the bedroom. First, navigate to the tv stand in the bedroom.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "According to the plan, step 1 is to pick up the remote control from the tv stand in the bedroom and place it on the dining table in the bedroom. First, navigate to the tv stand in the bedroom.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 49pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 I have navigated to the tv stand in the bedroom where remote control #1 is located. Now I will pick it up.
```json
{"note": null, "reasoning": "I have navigated to the tv stand in the bedroom where remote control #1 is located. Now I will pick it up.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 50pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The pick action on the remote control is in progress; issuing pick again to complete grasping and lifting.
```json
{"note": null, "reasoning": "The pick action on the remote control is in progress; issuing pick again to complete grasping and lifting.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 51pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The gripper is moving towards the remote control on the tv stand in the bedroom, but has not completed the pick. I need to issue another pick subgoal.
```json
{"note": null, "reasoning": "The gripper is moving towards the remote control on the tv stand in the bedroom, but has not completed the pick. I need to issue another pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 52pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The robot is in front of the tv stand in the bedroom attempting to pick the remote control. The pick is still in progress.
```json
{"note": null, "reasoning": "The robot is in front of the tv stand in the bedroom attempting to pick the remote control. The pick is still in progress.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 53pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The pick attempt on the remote control on the tv stand did not succeed yet; retrying pick.
```json
{"note": null, "reasoning": "The pick attempt on the remote control on the tv stand did not succeed yet; retrying pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 54pick실패 128 스텝 · 그리퍼 전환 4
에이전트의 이유 The pick action on the remote control on the tv stand is in progress. Repeating pick until it is lifted.
```json
{"note": null, "reasoning": "The pick action on the remote control on the tv stand is in progress. Repeating pick until it is lifted.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 55navigate도착 경로 11.054450816344175 m · 401 스텝
에이전트의 이유 The remote control is securely held in the gripper. I need to navigate to the destination surface (dining table in the bedroom) to place it.
```json
{"note": null, "reasoning": "The remote control is securely held in the gripper. I need to navigate to the destination surface (dining table in the bedroom) to place it.", "next": {"skill": "navigate", "category": "remote control", "surface": "dining table", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 56navigate도착 경로 11.337712367795021 m · 411 스텝
에이전트의 이유 Remote control #1 is on the tv stand in the bedroom. I need to navigate to the tv stand in the bedroom to pick it up.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
stand_ed4e820a3dc33f7d06806f03165a92cf_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "Remote control #1 is on the tv stand in the bedroom. I need to navigate to the tv stand in the bedroom to pick it up.", "next": {"skill": "navigate", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 57pick실패 128 스텝 · 그리퍼 전환 4
에이전트의 이유 We are in front of the tv stand in the bedroom where remote control #1 is located. Let's pick up the remote control.
```json
{"note": null, "reasoning": "We are in front of the tv stand in the bedroom where remote control #1 is located. Let's pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 58pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The arm is in the process of picking the remote control on the tv stand. Continue the pick subgoal.
```json
{"note": null, "reasoning": "The arm is in the process of picking the remote control on the tv stand. Continue the pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 59pick실패 128 스텝 · 그리퍼 전환 17
에이전트의 이유 Attempt to pick up remote control #1 from the tv stand in the bedroom.
```json
{"note": null, "reasoning": "Attempt to pick up remote control #1 from the tv stand in the bedroom.", "next": {"skill": "pick", "category": "remote control", "surface": "tv stand", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [ 0s– 177s] I picked up remote control #1 from the dining table in the bedroom and placed it on the chair in the kitchen.\n[context] [ 177s– 269s] I picked up the potato from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [ 269s– 554s] I tried to move the key chain from the tv stand in the bedroom to the drawer of the dresser in the bedroom, but the attempt failed.\n[context] [ 554s– 792s] I picked up remote control #2 from the dining table in the living room and placed it on the toilet in the bathroom.\n[context] [ 792s– 980s] I picked up remote control #1 from the chair in the kitchen and placed it on the tv stand in the bedroom.', 'Object names used in this house:\nCD, alarm clock, apple, armchair, bed, book, bottle, bowl, bread, cell phone, chair, countertop, credit card, dining table, dish sponge, dresser, egg, faucet, floor lamp, fork, fridge, garbage can, house plant, key chain, knife, ladle, laptop, mug, painting, paper towel roll, pen, pencil, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, sofa, spatula, spray bottle, statue, teddy bear, television, toaster, toilet, toilet paper, tomato, tv stand, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the tv stand in the bedroom; return it to the dining table in the bedroom\n2. [ ] put the remote control back — it is now on the toilet in the bathroom; return it to the dining table in the living room\n3. [ ] put the irish potato back — it is now on the dining table in the living room; return it to the countertop in the kitchen', 'Goal: Pick up the remote controls and place them in or on where they first were, then pick up the potato and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
관측 스트립(턴당 1장)
플랜 2 — rollforward-v3 · Pick up the pen and place it in or on where it first was
질의
Pick up the pen and place it in or on where it first was
전략
rollforward-v3 · v1_train_2894__0
결과
실패 종료 budget_exhausted · 39/50턴 · 5000/5000스텝 · $0.207 (39회)
navigate / pick 횟수
2 / 37 · 재질의 0
GT 수용체 위에 놓인 물체
0/1
원래 자리까지 xy 거리
pen 2.821 m
초기 계획(읽기 답)
put the pen back — it is now on the sofa in the living room; return it to the dining table in the living room
턴 전수 펼치기 (39턴)
턴 0navigate도착 경로 6.7515170722610005 m · 266 스텝
에이전트의 이유 The pen was placed on the sofa in the living room. We must go to the sofa in the living room to pick it up.
skill
navigate
category / surface / room
None / None / living room
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_2
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{
"note": "Starting goal: return pen to dining table in living room where it originally was. Currently near dining table in dining area/room. Moving to sofa in living room to retrieve pen.",
"plan": [
"[ ] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] navigate to dining table in living room",
"[ ] place pen on dining table"
],
"reasoning": "The pen was placed on the sofa in the living room. We must go to the sofa in the living room to pick it up.",
"next": {
"skill": "navigate",
"category": "pen",
"surface": "sofa",
"room": "living room"
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] I saw a spatula, two tomatoes, an apple, a toaster, a fork, a knife, a bottle, a vase, and a coffeemaker on the kitchen countertop. I picked up the spatula, explored the dining/living areas, and returned it to the kitchen countertop. In the first living/dining area, I saw a tv stand, a dresser, a dining table with a vase, bowl, pens, and book, and a sofa with a laptop, pillow, and remote control. I moved a pen from the dining table onto the sofa. I then picked up the remote control from the sofa, carried it into another room, and placed it on a dining table holding a house plant, a vase, a statue, a knickknack, and a bowl.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the pen back — it is now on the sofa in the living room; return it to the dining table in the living room', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 1pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 The robot has arrived at the sofa in the living room and the pen is clearly visible within reach on the sofa cushion. Now executing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa in living room. Pen is visible on the sofa cushion next to the laptop.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] navigate to dining table in living room",
"[ ] place pen on dining table"
],
"reasoning": "The robot has arrived at the sofa in the living room and the pen is clearly visible within reach on the sofa cushion. Now executing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nStarting goal: return pen to dining table in living room where it originally was. Currently near dining table in dining area/room. Moving to sofa in living room to retrieve pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 2pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The gripper is reaching for the pen on the sofa cushion, but has not completed lifting it yet. I need to issue pick(pen) again.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa in living room. Attempted pick(pen), gripper is currently positioning/grasping pen on sofa.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] navigate to dining table in living room",
"[ ] place pen on dining table"
],
"reasoning": "The gripper is reaching for the pen on the sofa cushion, but has not completed lifting it yet. I need to issue pick(pen) again.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible on the sofa cushion next to the laptop.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 3pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 Picking usually requires multiple turns. Gripper has grasped/approached the pen, issuing pick again to ensure it is securely grasped and lifted.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen) on sofa in living room. Gripper approached/grasped pen, continuing pick to ensure lift.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] navigate to dining table in living room",
"[ ] place pen on dining table"
],
"reasoning": "Picking usually requires multiple turns. Gripper has grasped/approached the pen, issuing pick again to ensure it is securely grasped and lifted.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Attempted pick(pen), gripper is currently positioning/grasping pen on sofa.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 4pick실패 128 스텝 · 그리퍼 전환 13
에이전트의 이유 The gripper is interacting with the pen on the sofa but has not clearly lifted it yet. Issuing pick(pen) again.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Attempted pick(pen) on sofa in living room. Arm in position, continuing pick(pen) to complete lift.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] navigate to dining table in living room", "[ ] place pen on dining table"], "reasoning": "The gripper is interacting with the pen on the sofa but has not clearly lifted it yet. Issuing pick(pen) again.", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa in living room. Gripper approached/grasped pen, continuing pick to ensure lift.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 5pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The gripper has moved closer to the pen but has not yet grasped and lifted it. Repeating pick(pen) to complete the grasp.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen) on sofa in living room. Arm approaching pen, pen not yet grasped. Continuing pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] navigate to dining table in living room",
"[ ] place pen on dining table"
],
"reasoning": "The gripper has moved closer to the pen but has not yet grasped and lifted it. Repeating pick(pen) to complete the grasp.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa in living room. Arm in position, continuing pick(pen) to complete lift.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 6pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 The pick action may require multiple turns. The pen is not clearly confirmed held in the gripper, so issuing pick(pen) again.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Attempted pick(pen). Arm moved near pen, but pen is not clearly visible in gripper. Continuing pick(pen).", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] navigate to dining table in living room", "[ ] place pen on dining table"], "reasoning": "The pick action may require multiple turns. The pen is not clearly confirmed held in the gripper, so issuing pick(pen) again.", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa in living room. Arm approaching pen, pen not yet grasped. Continuing pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 7pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper is interacting with the pen on the sofa but has not clearly lifted it yet. Repeating pick(pen) to complete the grasp. Note that the goal is to place it where it first was (sofa).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen) on sofa. Gripper reached toward green pen, but pick is not yet complete/lifted.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is interacting with the pen on the sofa but has not clearly lifted it yet. Repeating pick(pen) to complete the grasp. Note that the goal is to place it where it first was (sofa).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Arm moved near pen, but pen is not clearly visible in gripper. Continuing pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] navigate to dining table in living room\n4. [ ] place pen on dining table', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 8pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper reached towards the pen and closed, but it is not yet clearly lifted into view. A pick usually requires another turn to complete the grasp and lift.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Attempted pick(pen) on sofa. Gripper closed near green pen, but pen is not clearly lifted up yet.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper reached towards the pen and closed, but it is not yet clearly lifted into view. A pick usually requires another turn to complete the grasp and lift.", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa. Gripper reached toward green pen, but pick is not yet complete/lifted.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 9pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The pick attempt is in progress or needs another attempt to grasp and lift the pen.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen) on sofa. Gripper reached down towards the pen on sofa cushion but it has not lifted it yet.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pick attempt is in progress or needs another attempt to grasp and lift the pen.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa. Gripper closed near green pen, but pen is not clearly lifted up yet.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 10pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The pick action is in progress and the gripper is near the pen. Repeating pick(pen) to complete the grasp and lift.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen); gripper is positioned above the pen on the sofa cushion but has not lifted it yet.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pick action is in progress and the gripper is near the pen. Repeating pick(pen) to complete the grasp and lift.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) on sofa. Gripper reached down towards the pen on sofa cushion but it has not lifted it yet.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 11pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The pen has not been grasped or lifted yet. Continue executing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen); arm moved close to pen but has not grasped/lifted it yet.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pen has not been grasped or lifted yet. Continue executing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen); gripper is positioned above the pen on the sofa cushion but has not lifted it yet.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 12pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The gripper is still reaching towards the pen and has not yet grasped or lifted it. Continue picking the pen.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) twice; gripper is approaching pen, not yet grasped/lifted.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still reaching towards the pen and has not yet grasped or lifted it. Continue picking the pen.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen); arm moved close to pen but has not grasped/lifted it yet.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 13pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The gripper is close to the pen on the sofa but has not yet grasped or lifted it. Continue picking.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) three times; arm is still positioning near the pen.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper is close to the pen on the sofa but has not yet grasped or lifted it. Continue picking.", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) twice; gripper is approaching pen, not yet grasped/lifted.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 14pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The gripper is still reaching towards the pen on the sofa. Continuing pick(pen) until lifted.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) four times; arm continues positioning close to the pen.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still reaching towards the pen on the sofa. Continuing pick(pen) until lifted.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) three times; arm is still positioning near the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 15pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The pen is not yet lifted in the gripper. Reissuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) five times; arm is reaching towards the pen.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The pen is not yet lifted in the gripper. Reissuing pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) four times; arm continues positioning close to the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 16pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The gripper is positioning near the pen on the sofa. Continuing pick(pen) until grasped and lifted.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) six times; gripper is closing in near the pen.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is positioning near the pen on the sofa. Continuing pick(pen) until grasped and lifted.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) five times; arm is reaching towards the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 17pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 The gripper has not yet grasped or lifted the pen. Continuing the pick subgoal.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) seven times; gripper is approaching the target area.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper has not yet grasped or lifted the pen. Continuing the pick subgoal.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) six times; gripper is closing in near the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 18pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The pen has not been lifted yet. The low-level policy is still executing the pick sequence, so continue with pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Pen is on the sofa in the living room.\nAttempted pick(pen) eight times; gripper is closing/moving around the pen.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The pen has not been lifted yet. The low-level policy is still executing the pick sequence, so continue with pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) seven times; gripper is approaching the target area.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 19pick실패 128 스텝 · 그리퍼 전환 4
에이전트의 이유 The pen is within reach and visible in the wrist camera, but not yet grasped/lifted. Continuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is near/on the sofa/coffee table in living room.\nAttempted pick(pen) multiple times; gripper is positioned near the pen.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pen is within reach and visible in the wrist camera, but not yet grasped/lifted. Continuing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is on the sofa in the living room.\nAttempted pick(pen) eight times; gripper is closing/moving around the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 20pick실패 128 스텝 · 그리퍼 전환 11
에이전트의 이유 The gripper is near the pen but has not yet grasped or lifted it. Continue executing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Pen is visible in wrist camera view.\nAttempted pick(pen); gripper is approaching/aligning with the pen.\nStill need to complete grasp of pen.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper is near the pen but has not yet grasped or lifted it. Continue executing pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is near/on the sofa/coffee table in living room.\nAttempted pick(pen) multiple times; gripper is positioned near the pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 21pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The gripper is still in the process of reaching for and grasping the pen. Continue executing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is visible in top right of wrist camera view.\nAttempted pick(pen); gripper is still moving to grasp it.\nStill need to complete grasp of pen.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still in the process of reaching for and grasping the pen. Continue executing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is visible in wrist camera view.\nAttempted pick(pen); gripper is approaching/aligning with the pen.\nStill need to complete grasp of pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 22pick실패 128 스텝 · 그리퍼 전환 5
에이전트의 이유 The gripper is still moving to grasp the pen. It has not yet lifted or grasped it. Continuing the pick subgoal.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Pen is visible in wrist camera view.\nAttempted pick(pen); gripper is approaching and aligning with the pen.\nStill need to complete grasp of pen.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still moving to grasp the pen. It has not yet lifted or grasped it. Continuing the pick subgoal.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is visible in top right of wrist camera view.\nAttempted pick(pen); gripper is still moving to grasp it.\nStill need to complete grasp of pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 23pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The gripper is positioned around the pen but has not yet completed the grasp and lift. Repeating pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
{"note": "Pen is right by the gripper fingers on the surface.\nAttempted pick(pen); grasp in progress.\nStill need to complete pick of pen.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper is positioned around the pen but has not yet completed the grasp and lift. Repeating pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is visible in wrist camera view.\nAttempted pick(pen); gripper is approaching and aligning with the pen.\nStill need to complete grasp of pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 24pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 The pick policy usually takes multiple turns. The pen is not clearly confirmed in grasp, so continue executing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen). Pen was near gripper, then moved out of frame. Gripper state not confirmed holding. Retrying pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pick policy usually takes multiple turns. The pen is not clearly confirmed in grasp, so continue executing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nPen is right by the gripper fingers on the surface.\nAttempted pick(pen); grasp in progress.\nStill need to complete pick of pen.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 25pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The pick action typically takes several turns. The gripper has not yet lifted the pen, so issuing pick(pen) again.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen). Arm moving near surface, pen not yet visible in gripper. Retrying pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pick action typically takes several turns. The gripper has not yet lifted the pen, so issuing pick(pen) again.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Pen was near gripper, then moved out of frame. Gripper state not confirmed holding. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 26pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The gripper is still reaching/grasping near the target area, but the pen is not yet lifted in the gripper. I must issue pick(pen) again.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Attempted pick(pen). Arm still manipulating near table surface, pen not yet visible in gripper. Retrying pick(pen).", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper is still reaching/grasping near the target area, but the pen is not yet lifted in the gripper. I must issue pick(pen) again.", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Arm moving near surface, pen not yet visible in gripper. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 27pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The pick(pen) action is in progress; the gripper has not yet grasped the pen. Retrying pick(pen) as standard budget execution.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen). Arm moving towards pen/surface, gripper open, pen not yet held. Retrying pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pick(pen) action is in progress; the gripper has not yet grasped the pen. Retrying pick(pen) as standard budget execution.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Arm still manipulating near table surface, pen not yet visible in gripper. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 28pick실패 128 스텝 · 그리퍼 전환 14
에이전트의 이유 The gripper is reaching for the pen on the sofa but has not yet grasped or lifted it. Re-issuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen). Gripper moved down near pen on sofa, not yet grasping/lifting. Retrying pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is reaching for the pen on the sofa but has not yet grasped or lifted it. Re-issuing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Arm moving towards pen/surface, gripper open, pen not yet held. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 29pick실패 128 스텝 · 그리퍼 전환 11
에이전트의 이유 The pen has not been grasped and lifted yet. Continuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Attempted pick(pen). Gripper is near pen on sofa but has not yet grasped or lifted it. Retrying pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pen has not been grasped and lifted yet. Continuing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Gripper moved down near pen on sofa, not yet grasping/lifting. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 30pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The pen has not been grasped/lifted yet; the gripper is still empty. Continue attempting pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Attempted pick(pen). Gripper closed without holding the pen. Pen is on sofa next to laptop. Retrying pick(pen).", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The pen has not been grasped/lifted yet; the gripper is still empty. Continue attempting pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Gripper is near pen on sofa but has not yet grasped or lifted it. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 31navigate도착 경로 0.45615806611130516 m · 50 스텝
에이전트의 이유 The robot is facing the wooden table rather than the sofa where the pen is located. Re-navigating to the sofa in the living room targeting the pen.
skill
navigate
category / surface / room
None / None / living room
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{
"note": "Attempted pick(pen) again, but robot is positioned facing the table instead of the sofa where the pen/laptop are. Need to re-navigate to sofa.",
"plan": [
"[ ] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The robot is facing the wooden table rather than the sofa where the pen is located. Re-navigating to the sofa in the living room targeting the pen.",
"next": {
"skill": "navigate",
"category": "pen",
"surface": "sofa",
"room": "living room"
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen). Gripper closed without holding the pen. Pen is on sofa next to laptop. Retrying pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 32pick실패 128 스텝 · 그리퍼 전환 3
에이전트의 이유 Navigation to the sofa in living room completed. Now we need to pick the pen.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated in front of sofa. A small object (pen) might be visible near sofa back / laptop. Attempting pick(pen).",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "Navigation to the sofa in living room completed. Now we need to pick the pen.",
"next": {
"skill": "pick",
"category": "pen",
"surface": "sofa",
"room": "living room"
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nAttempted pick(pen) again, but robot is positioned facing the table instead of the sofa where the pen/laptop are. Need to re-navigate to sofa.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 33pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 The pick action is in progress and the pen has not yet been grasped or lifted into the gripper. Continuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Navigated to sofa in living room. Pen is visible on the sofa/backrest area. Attempted pick(pen), gripper moved towards it but not yet grasped/lifted.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The pick action is in progress and the pen has not yet been grasped or lifted into the gripper. Continuing pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated in front of sofa. A small object (pen) might be visible near sofa back / laptop. Attempting pick(pen).', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 34pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The pen is not yet grasped in the gripper. Retrying pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa in living room. Pen is visible. Attempted pick(pen) twice, arm adjusting, not yet lifted.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The pen is not yet grasped in the gripper. Retrying pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible on the sofa/backrest area. Attempted pick(pen), gripper moved towards it but not yet grasped/lifted.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 35pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The gripper is still positioning and moving towards the pen; it has not yet grasped or lifted it. We must repeat pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{"note": "Navigated to sofa in living room. Pen is visible. Attempted pick(pen) three times, arm approaching pen, not yet grasped/lifted.", "plan": ["[x] navigate to sofa in living room to get pen", "[ ] pick pen from sofa", "[ ] place pen on sofa"], "reasoning": "The gripper is still positioning and moving towards the pen; it has not yet grasped or lifted it. We must repeat pick(pen).", "next": {"skill": "pick", "category": "pen", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible. Attempted pick(pen) twice, arm adjusting, not yet lifted.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 36pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The gripper is still positioning near the pen and has not yet grasped or lifted it. Continue pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa in living room. Pen is visible on coffee table/surface near sofa. Attempted pick(pen) multiple times, arm aligning with pen, not yet grasped.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still positioning near the pen and has not yet grasped or lifted it. Continue pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible. Attempted pick(pen) three times, arm approaching pen, not yet grasped/lifted.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 37pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The gripper is still approaching/aligning with the pen on the surface. Continuing pick(pen) until grasped and lifted.
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa in living room. Pen is visible on the surface. Attempted pick(pen), gripper positioning near pen, not yet grasped.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is still approaching/aligning with the pen on the surface. Continuing pick(pen) until grasped and lifted.",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible on coffee table/surface near sofa. Attempted pick(pen) multiple times, arm aligning with pen, not yet grasped.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 38pick실패 76 스텝 · 그리퍼 전환 4
에이전트의 이유 The gripper is positioned around the pen but has not yet grasped and lifted it. Continuing pick(pen).
skill
pick
category / surface / room
pen / None / None
접지된 object_id
pen_6868af7336df691a6aad3bad70b207dc_1_0_7
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick up the pen
VLM 원문 응답
```json
{
"note": "Navigated to sofa/table area in living room. Pen is visible. Attempted pick(pen), gripper is aligned with pen but not yet grasped/lifted.",
"plan": [
"[x] navigate to sofa in living room to get pen",
"[ ] pick pen from sofa",
"[ ] place pen on sofa"
],
"reasoning": "The gripper is positioned around the pen but has not yet grasped and lifted it. Continuing pick(pen).",
"next": {
"skill": "pick",
"category": "pen",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\nNavigated to sofa in living room. Pen is visible on the surface. Attempted pick(pen), gripper positioning near pen, not yet grasped.', 'Object names used in this house:\napple, armchair, baseball bat, bed, book, bowl, candle, cell phone, chair, coffee machine, countertop, dining table, dish sponge, dresser, egg, fork, fridge, garbage bag, house plant, key chain, knife, laptop, mug, painting, pan, pen, pencil, pepper shaker, pillow, pot, potato, remote control, salt shaker, soap bottle, sofa, spatula, statue, stool, teddy bear, television, tissue box, toaster, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [x] navigate to sofa in living room to get pen\n2. [ ] pick pen from sofa\n3. [ ] place pen on sofa', 'Goal: Pick up the pen and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1정책 실행(exo)정책 실행(손목)
관측 스트립(턴당 1장)
플랜 3 — blind · Pick up the spoon and place it in or on where it first was
질의
Pick up the spoon and place it in or on where it first was
전략
blind · v1_train_3553__2
결과
성공 종료 max_subgoals · 50/50턴 · 186/5000스텝 · $0.153 (50회)
navigate / pick 횟수
1 / 49 · 재질의 0
GT 수용체 위에 놓인 물체
1/1 · 사소 통과(처음부터 정답 위: 1)
원래 자리까지 xy 거리
spoon 1.735 m
초기 계획(읽기 답)
put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen
턴 전수 펼치기 (50턴)
턴 0navigate도착 경로 1.5336822749146755 m · 115 스텝
에이전트의 이유 Navigate to the spoon on the countertop in the kitchen to get in picking position.
skill
navigate
category / surface / room
None / None / kitchen
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
None
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "Navigate to the spoon on the countertop in the kitchen to get in picking position.", "next": {"skill": "navigate", "category": "spoon", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is within reach on the kitchen countertop. The goal is to return it to the countertop, so I will execute pick_and_place directly.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is within reach on the kitchen countertop. The goal is to return it to the countertop, so I will execute pick_and_place directly.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0관측 1
턴 2pick실패 71 스텝 · 그리퍼 전환 3
에이전트의 이유 The spoon is within reach on the kitchen countertop. I will pick it up.
skill
pick
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
None
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is within reach on the kitchen countertop. I will pick it up.", "next": {"skill": "pick", "category": "spoon", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is securely grasped in the gripper. We are at the kitchen countertop, which is where it belongs according to the plan. Next step is to place it onto the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is securely grasped in the gripper. We are at the kitchen countertop, which is where it belongs according to the plan. Next step is to place it onto the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
에이전트의 이유 The spoon is firmly grasped in the gripper. We are at the kitchen countertop where it should be placed.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is firmly grasped in the gripper. We are at the kitchen countertop where it should be placed.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The robot is currently holding the spoon in the kitchen at the countertop. The goal is to return it to where it was (the countertop). I will execute pick_and_place to put the spoon on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The robot is currently holding the spoon in the kitchen at the countertop. The goal is to return it to where it was (the countertop). I will execute pick_and_place to put the spoon on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is currently held in the gripper. I will place it on the countertop to complete the task.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is currently held in the gripper. I will place it on the countertop to complete the task.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper. We are at the countertop in the kitchen where it belongs, so we place it down.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper. We are at the countertop in the kitchen where it belongs, so we place it down.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it back onto the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it back onto the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I am at the countertop in the kitchen, so I will place the spoon on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I am at the countertop in the kitchen, so I will place the spoon on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper. I need to place it back on the countertop in the kitchen as planned.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper. I need to place it back on the countertop in the kitchen as planned.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper. I will place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper. I will place it on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. The target location is the countertop in the kitchen where the robot is currently located. Executing pick_and_place to put the spoon back on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. The target location is the countertop in the kitchen where the robot is currently located. Executing pick_and_place to put the spoon back on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is securely held in the gripper. I am at the countertop in the kitchen where it belongs, so I will place it down on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is securely held in the gripper. I am at the countertop in the kitchen where it belongs, so I will place it down on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be placed.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be placed.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I need to place it onto the countertop in the kitchen as specified in the plan.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I need to place it onto the countertop in the kitchen as specified in the plan.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is securely held in the gripper. I will place it back onto the countertop in the kitchen as planned.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is securely held in the gripper. I will place it back onto the countertop in the kitchen as planned.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 I am currently holding the spoon at the kitchen countertop. I need to place it down on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "I am currently holding the spoon at the kitchen countertop. I need to place it down on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I need to place it back on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I need to place it back on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already grasped in the gripper. I will place it down on the countertop where it belongs.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already grasped in the gripper. I will place it down on the countertop where it belongs.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is securely held in the gripper. I will place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is securely held in the gripper. I will place it on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper. I need to place it onto the kitchen countertop where it originally belongs.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper. I need to place it onto the kitchen countertop where it originally belongs.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be returned. Executing pick_and_place to place it onto the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be returned. Executing pick_and_place to place it onto the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is currently held in the gripper. We need to place it on the countertop in the kitchen where it belongs.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is currently held in the gripper. We need to place it on the countertop in the kitchen where it belongs.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is currently held in the gripper. We are at the kitchen countertop where it belongs, so place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is currently held in the gripper. We are at the kitchen countertop where it belongs, so place it on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is firmly held in the gripper. I will place it on the countertop in the kitchen to return it to its original location.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is firmly held in the gripper. I will place it on the countertop in the kitchen to return it to its original location.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper at the kitchen countertop. I will place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper at the kitchen countertop. I will place it on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already picked up and held in the gripper. I need to place it on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already picked up and held in the gripper. I need to place it on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it on the countertop in the kitchen to restore it to its original location.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it on the countertop in the kitchen to restore it to its original location.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper above the countertop in the kitchen. I will place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper above the countertop in the kitchen. I will place it on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is currently held in the gripper. I will place it back onto the countertop in the kitchen as planned.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is currently held in the gripper. I will place it back onto the countertop in the kitchen as planned.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The robot is currently holding the spoon and is standing by the kitchen countertop where the spoon belongs. Now execute pick_and_place to return the spoon to the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The robot is currently holding the spoon and is standing by the kitchen countertop where the spoon belongs. Now execute pick_and_place to return the spoon to the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I am at the countertop in the kitchen where it belongs, so I will place it on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{
"note": null,
"reasoning": "The spoon is already held in the gripper. I am at the countertop in the kitchen where it belongs, so I will place it on the countertop.",
"next": {
"skill": "pick_and_place",
"category": "spoon",
"surface": "countertop",
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it on the countertop where it belongs.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it on the countertop where it belongs.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is firmly grasped in the gripper. We are at the kitchen countertop where it needs to be placed. I will place the spoon on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is firmly grasped in the gripper. We are at the kitchen countertop where it needs to be placed. I will place the spoon on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper. I need to place it back on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper. I need to place it back on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is firmly held in the gripper. I need to place it back on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{
"note": null,
"reasoning": "The spoon is firmly held in the gripper. I need to place it back on the countertop in the kitchen.",
"next": {
"skill": "pick_and_place",
"category": "spoon",
"surface": "countertop",
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is firmly held in the gripper. I will place it on the countertop to complete the task.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is firmly held in the gripper. I will place it on the countertop to complete the task.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I am at the countertop in the kitchen, so I can place it directly onto the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I am at the countertop in the kitchen, so I can place it directly onto the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I need to place it on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I need to place it on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is currently held in the gripper. I will place it back onto the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is currently held in the gripper. I will place it back onto the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. I will place it on the countertop in the kitchen.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. I will place it on the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 I am currently holding the spoon in the kitchen in front of the countertop. I will place it on the countertop as instructed.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "I am currently holding the spoon in the kitchen in front of the countertop. I will place it on the countertop as instructed.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is held in the gripper and we are in the kitchen at the countertop where it needs to be placed. I will execute pick_and_place to put the spoon down on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is held in the gripper and we are in the kitchen at the countertop where it needs to be placed. I will execute pick_and_place to put the spoon down on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already grasped in the gripper. I will place it on the countertop in the kitchen as planned.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already grasped in the gripper. I will place it on the countertop in the kitchen as planned.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is securely held in the gripper. I will place it on the countertop in the kitchen as planned.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is securely held in the gripper. I will place it on the countertop in the kitchen as planned.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be placed. I will execute pick_and_place to place the spoon onto the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The spoon is already held in the gripper. We are at the kitchen countertop where it needs to be placed. I will execute pick_and_place to place the spoon onto the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
에이전트의 이유 The robot is currently holding the spoon and is in front of the countertop in the kitchen where the spoon needs to be placed. I will execute pick_and_place to put the spoon on the countertop.
skill
pick_and_place
category / surface / room
spoon / None / None
접지된 object_id
spoon_573130d7496422c068be3abf14b0dcf0_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the spoon and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The robot is currently holding the spoon and is in front of the countertop in the kitchen where the spoon needs to be placed. I will execute pick_and_place to put the spoon on the countertop.", "next": {"skill": "pick_and_place", "category": "spoon", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Object names used in this house:\nalarm clock, apple, armchair, baseball bat, basketball, bed, book, bowl, box, bread, butter knife, candle, cell phone, chair, countertop, credit card, desk, dining table, dresser, egg, floor lamp, fork, fridge, house plant, kettle, key chain, ladle, laptop, lettuce, microwave, newspaper, painting, pen, pencil, pepper shaker, pillow, plate, pot, remote control, safe, salt shaker, soap bottle, sofa, spatula, spoon, statue, stool, teddy bear, television, tissue box, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, kitchen, living room', 'Your plan:\n1. [ ] put the spoon back — it is now on the countertop in the kitchen; return it to the countertop in the kitchen', 'Goal: Pick up the spoon and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
관측 0관측 1
관측 스트립(턴당 1장)
플랜 4 — rollforward-vis-pure · Pick up the remote control and place it in or on where it first was
질의
Pick up the remote control and place it in or on where it first was
전략
rollforward-vis-pure · v1_train_573__2
결과
실패 종료 done · 37/50턴 · 4027/5000스텝 · $0.535 (43회)
navigate / pick 횟수
12 / 24 · 재질의 6
GT 수용체 위에 놓인 물체
0/1
원래 자리까지 xy 거리
remotecontrol 1.681 m
든 채 이동(carry)
T20 놓침(slip 0.5556 m) · T31 놓침(slip 0.4862 m) · T35 유지(slip 0.017 m)
초기 계획(읽기 답)
put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom
턴 전수 펼치기 (37턴)
턴 0pick실패 128 스텝 · 그리퍼 전환 3
에이전트의 이유 The robot is in front of the bed in the bedroom where the remote controls are located. I will pick up the remote control.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The robot is in front of the bed in the bedroom where the remote controls are located. I will pick up the remote control.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Your current view:', '[F1]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 9}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 1pick실패 128 스텝 · 그리퍼 전환 3
에이전트의 이유 The gripper is grasping the remote control on the bed; continuing pick until it is lifted.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper is grasping the remote control on the bed; continuing pick until it is lifted.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 2pick실패 9 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is grasping the remote control on the bed but has not fully lifted it yet. Repeating the pick action to complete the grasp and lift.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is grasping the remote control on the bed but has not fully lifted it yet. Repeating the pick action to complete the grasp and lift.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 3pick실패 12 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is reaching towards the remote control on the bed but has not grasped and lifted it yet. Continuing pick.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is reaching towards the remote control on the bed but has not grasped and lifted it yet. Continuing pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 4pick실패 12 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper has not grasped the remote control on the bed yet. I will retry the pick action.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper has not grasped the remote control on the bed yet. I will retry the pick action.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 5pick실패 12 스텝 · 그리퍼 전환 0
에이전트의 이유 The pick attempt for the remote control on the bed is still in progress. I will issue pick(remote control) again.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The pick attempt for the remote control on the bed is still in progress. I will issue pick(remote control) again.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 6pick실패 16 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is positioned above the remote control on the bed but has not completed grasping it yet. Retrying pick.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is positioned above the remote control on the bed but has not completed grasping it yet. Retrying pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 7pick실패 14 스텝 · 그리퍼 전환 0
에이전트의 이유 The robot is in the process of picking the remote control from the bed. It has not yet lifted it, so repeat the pick skill.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The robot is in the process of picking the remote control from the bed. It has not yet lifted it, so repeat the pick skill.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 8pick실패 9 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is moving towards the remote control on the bed but has not grasped and lifted it yet. Continuing the pick subgoal.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper is moving towards the remote control on the bed but has not grasped and lifted it yet. Continuing the pick subgoal.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 9pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 The pick attempt for the remote control on the bed is still in progress; continuing the pick action.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The pick attempt for the remote control on the bed is still in progress; continuing the pick action.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 10pick실패 125 스텝 · 그리퍼 전환 5
에이전트의 이유 The gripper is positioned around the remote control on the bed but has not completed lifting it yet. I will repeat the pick subgoal.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper is positioned around the remote control on the bed but has not completed lifting it yet. I will repeat the pick subgoal.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 11pick실패 4 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper has closed around the remote control but has not fully lifted it yet. Repeating pick.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper has closed around the remote control but has not fully lifted it yet. Repeating pick.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 12pick실패 2 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is reaching for the remote control on the bed. Continue the pick action to lift it.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper is reaching for the remote control on the bed. Continue the pick action to lift it.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', 'Your current view:', '[F2]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 10}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 13pick실패 4 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is closing on the remote control on the bed. Executing pick again to ensure it is lifted securely.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is closing on the remote control on the bed. Executing pick again to ensure it is lifted securely.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Your current view:', '[F1]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 9}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 14navigate도착 경로 6.479603451617048 m · 267 스텝
에이전트의 이유 The remote control has been grasped and lifted from the bed. Now navigate to the chair in the bedroom to place it back where it was originally located.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{
"note": null,
"keep": "KEEP: F2 DROP: m8",
"reasoning": "The remote control has been grasped and lifted from the bed. Now navigate to the chair in the bedroom to place it back where it was originally located.",
"next": {
"skill": "navigate",
"category": "remote control",
"surface": "chair",
"room": "bedroom"
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', 'Your current view:', '[F2]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 10}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 15navigate도착 경로 6.500845961190689 m · 229 스텝
에이전트의 이유 The remote control was not grasped from the bed before navigating to the chair. The robot must return to the bed in the bedroom to pick up the remote control.
```json
{"note": null, "keep": "KEEP: F2 DROP: m8", "reasoning": "The remote control was not grasped from the bed before navigating to the chair. The robot must return to the bed in the bedroom to pick up the remote control.", "next": {"skill": "navigate", "category": "remote control", "surface": "bed", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 16pick실패 128 스텝 · 그리퍼 전환 7
에이전트의 이유 The remote control is on the bed in front of the robot. I will pick up the remote control.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The remote control is on the bed in front of the robot. I will pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 17pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The robot is in the middle of grasping the remote control on the bed. I will continue the pick subgoal.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The robot is in the middle of grasping the remote control on the bed. I will continue the pick subgoal.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 18pick성공 11 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is grasping the remote control on the bed, but it is not yet fully lifted. Executing pick again to finish lifting.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is grasping the remote control on the bed, but it is not yet fully lifted. Executing pick again to finish lifting.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 19navigate도착 경로 6.06788353244648 m · 234 스텝
에이전트의 이유 The remote control has been grasped and lifted from the bed. Now navigating to the chair in the bedroom where it originally was located.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체를 놓침 · 그리퍼 기준 미끄러짐 0.5556 m · 접촉 False · 78 스텝
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: F4 DROP: m8", "reasoning": "The remote control has been grasped and lifted from the bed. Now navigating to the chair in the bedroom where it originally was located.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 20navigate도착 경로 6.088947697565958 m · 224 스텝
에이전트의 이유 The remote control was not picked up and is still on the bed in the bedroom. I need to navigate back to the bed to pick it up.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The remote control was not picked up and is still on the bed in the bedroom. I need to navigate back to the bed to pick it up.", "next": {"skill": "navigate", "category": "remote control", "surface": "bed", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 21pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 I have navigated to the bed where the remote control is located. Now I will pick up the remote control.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "I have navigated to the bed where the remote control is located. Now I will pick up the remote control.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 22pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The gripper is currently empty and the remote control is on the bed within reach. Attempting to pick the remote control again.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The gripper is currently empty and the remote control is on the bed within reach. Attempting to pick the remote control again.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 23pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The gripper has not yet grasped the remote control on the bed. Retrying pick.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper has not yet grasped the remote control on the bed. Retrying pick.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 24navigate도착 경로 6.570875682713719 m · 261 스텝
에이전트의 이유 The remote control is now securely grasped. The initial location of the remote control was the chair in the bedroom. Now navigate to the chair in the bedroom to place it back.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: F4 DROP: m7", "reasoning": "The remote control is now securely grasped. The initial location of the remote control was the chair in the bedroom. Now navigate to the chair in the bedroom to place it back.", "next": {"skill": "navigate", "category": "chair", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 25navigate도착 경로 0.47465146712379824 m · 62 스텝
에이전트의 이유 The robot is currently standing by the dining table rather than in reach of the chair. Navigate to the chair in the bedroom first.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: F4 DROP: m8", "reasoning": "The robot is currently standing by the dining table rather than in reach of the chair. Navigate to the chair in the bedroom first.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 26navigate도착 경로 0.3630653401387114 m · 54 스텝
에이전트의 이유 We need to navigate to the chair in the bedroom before placing the remote control.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: none", "reasoning": "We need to navigate to the chair in the bedroom before placing the remote control.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 27navigate도착 경로 6.113414711461095 m · 233 스텝
에이전트의 이유 The remote control is on the bed in the bedroom and has not been picked up yet. Navigate to the bed in the bedroom.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "The remote control is on the bed in the bedroom and has not been picked up yet. Navigate to the bed in the bedroom.",
"next": {
"skill": "navigate",
"category": "remote control",
"surface": "bed",
"room": "bedroom"
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 28pick실패 128 스텝 · 그리퍼 전환 9
에이전트의 이유 We are at the bed in the bedroom where the remote control is located. The next step is to pick up the remote control.
```json
{
"note": null,
"keep": "KEEP: none",
"reasoning": "We are at the bed in the bedroom where the remote control is located. The next step is to pick up the remote control.",
"next": {
"skill": "pick",
"category": "remote control",
"surface": null,
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 29pick성공 9 스텝 · 그리퍼 전환 0
에이전트의 이유 The gripper is reaching for/grasping the remote control on the bed. Issuing pick again to complete the lift.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The gripper is reaching for/grasping the remote control on the bed. Issuing pick again to complete the lift.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 30navigate도착 경로 5.878975435406706 m · 241 스텝
에이전트의 이유 The remote control has been grasped from the bed. Now navigate to the chair in the bedroom to place it back where it was originally.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체를 놓침 · 그리퍼 기준 미끄러짐 0.4862 m · 접촉 False · 67 스텝
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: F4 DROP: m7", "reasoning": "The remote control has been grasped from the bed. Now navigate to the chair in the bedroom to place it back where it was originally.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 31navigate도착 경로 0.33530339507707957 m · 88 스텝
에이전트의 이유 Navigate to the chair in the bedroom first before placing the remote control.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: none", "reasoning": "Navigate to the chair in the bedroom first before placing the remote control.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 32navigate도착 경로 6.064274743948558 m · 216 스텝
에이전트의 이유 The remote control was not picked up from the bed. I need to navigate back to the bed in the bedroom to pick up the remote control.
하네스가 되물음(재질의) there is no remote control within reach — navigate first
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The remote control was not picked up from the bed. I need to navigate back to the bed in the bedroom to pick up the remote control.", "next": {"skill": "navigate", "category": "remote control", "surface": "bed", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 33pick성공 71 스텝 · 그리퍼 전환 1
에이전트의 이유 The robot is in front of the bed where the remote control is located. The next step is to pick up the remote control.
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The robot is in front of the bed where the remote control is located. The next step is to pick up the remote control.", "next": {"skill": "pick", "category": "remote control", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 34navigate도착 경로 7.51869372811733 m · 328 스텝
에이전트의 이유 The remote control is now securely grasped in the gripper. The next step is to navigate to the chair in the bedroom to place it back where it was originally.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.017 m · 접촉 True · 69 스텝
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
chair_32e90ac9966403f2e9bc9d3ea9297c04_1_0_4
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: F4 DROP: m4", "reasoning": "The remote control is now securely grasped in the gripper. The next step is to navigate to the chair in the bedroom to place it back where it was originally.", "next": {"skill": "navigate", "category": "remote control", "surface": "chair", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 35pick_and_place실패 128 스텝 · 그리퍼 전환 7 · 물체 놓침
에이전트의 이유 The robot is holding the remote control and has navigated to the chair in the bedroom where it originally was. Now execute pick_and_place to place it onto the chair.
```json
{
"note": null,
"keep": "KEEP: F4 DROP: m8",
"reasoning": "The robot is holding the remote control and has navigated to the chair in the bedroom where it originally was. Now execute pick_and_place to place it onto the chair.",
"next": {
"skill": "pick_and_place",
"category": "remote control",
"surface": "chair",
"room": null
}
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
preplace 직전정책에 넘긴 시작 자세관측 0관측 1정책 실행(exo)정책 실행(손목)preplace 접근(하네스)
턴 36donedone
에이전트의 이유 The remote control has been placed back onto the chair where it originally was. The goal is fulfilled.
skill
done
category / surface / room
None / None / None
접지된 object_id
None
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "keep": "KEEP: none", "reasoning": "The remote control has been placed back onto the chair where it originally was. The goal is fulfilled.", "next": {"skill": "done", "category": null, "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your memory frames:', '[m1]', '[m2]', '[m3]', '[m4]', '[m5]', '[m6]', '[m7]', '[m8]', 'Frames captured while your previous subgoal was executing:', '[F1]', '[F2]', '[F3]', 'Your current view:', '[F4]', 'Object names used in this house:\nCD, alarm clock, apple, basketball, bed, book, bowl, box, bread, cart, cell phone, chair, cloth, clothes dryer, countertop, credit card, desk lamp, dining table, dish sponge, dresser, egg, faucet, fridge, garbage can, house plant, key chain, laptop, lettuce, mug, painting, pan, paper towel roll, pen, pencil, pepper shaker, pillow, plate, plunger, pot, potato, remote control, salt shaker, shelving unit, side table, sink, soap bottle, spatula, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the remote control back — it is now on the bed in the bedroom; return it to the chair in the bedroom', 'Goal: Pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1
관측 스트립(턴당 1장)
플랜 5 — frames-uniform · Pick up the salt shaker and place it in or on where it first was
질의
Pick up the salt shaker and place it in or on where it first was
전략
frames-uniform · v1_train_6998__2
결과
성공 종료 done · 12/50턴 · 1945/5000스텝 · $0.152 (13회)
navigate / pick 횟수
4 / 7 · 재질의 1
GT 수용체 위에 놓인 물체
1/1
원래 자리까지 xy 거리
saltshaker 0.614 m
든 채 이동(carry)
T4 놓침(slip 0.3563 m) · T9 유지(slip 0.0141 m)
초기 계획(읽기 답)
put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen
턴 전수 펼치기 (12턴)
턴 0pick실패 128 스텝 · 그리퍼 전환 8
에이전트의 이유 The salt shaker is on the dresser in front of us. I will pick up the salt shaker.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is on the dresser in front of us. I will pick up the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 9}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 1navigate도착 경로 0.35069581596057486 m · 47 스텝
에이전트의 이유 The salt shaker is on the left side of the dresser. I need to navigate directly to it before picking it up.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is on the left side of the dresser. I need to navigate directly to it before picking it up.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dresser", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 2pick성공 85 스텝 · 그리퍼 전환 4
에이전트의 이유 The robot is at the dresser in the bedroom. The salt shaker is on the dresser. I need to pick up the salt shaker.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
정책 프롬프트
Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The robot is at the dresser in the bedroom. The salt shaker is on the dresser. I need to pick up the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 3navigate도착 경로 11.333196253137691 m · 441 스텝
에이전트의 이유 The salt shaker has been picked up and is held in the gripper. Now navigate to the kitchen countertop to return it.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체를 놓침 · 그리퍼 기준 미끄러짐 0.3563 m · 접촉 False · 55 스텝
skill
navigate
category / surface / room
None / None / kitchen
접지된 object_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been picked up and is held in the gripper. Now navigate to the kitchen countertop to return it.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 4navigate도착 경로 12.004081230732357 m · 423 스텝
에이전트의 이유 The robot is currently in the kitchen with an empty gripper. The salt shaker is on the dresser in the bedroom. I need to navigate to the dresser in the bedroom to pick up the salt shaker.
skill
navigate
category / surface / room
None / None / bedroom
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The robot is currently in the kitchen with an empty gripper. The salt shaker is on the dresser in the bedroom. I need to navigate to the dresser in the bedroom to pick up the salt shaker.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dresser", "room": "bedroom"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 5pick실패 128 스텝 · 그리퍼 전환 6
에이전트의 이유 I am in front of the dresser in the bedroom where the salt shaker is located. I will pick up the salt shaker.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "I am in front of the dresser in the bedroom where the salt shaker is located. I will pick up the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 6pick실패 128 스텝 · 그리퍼 전환 12
에이전트의 이유 The gripper attempted to pick the salt shaker but hasn't secured or lifted it properly yet. I will retry picking the salt shaker.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The gripper attempted to pick the salt shaker but hasn't secured or lifted it properly yet. I will retry picking the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 7pick성공 26 스텝 · 그리퍼 전환 1
에이전트의 이유 The gripper has reached towards the salt shaker on the dresser but hasn't completed grasping and lifting it yet. I will continue executing pick.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
정책 프롬프트
Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The gripper has reached towards the salt shaker on the dresser but hasn't completed grasping and lifting it yet. I will continue executing pick.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 8navigate도착 경로 12.427915647131407 m · 481 스텝
에이전트의 이유 The salt shaker is grasped. Now navigate to the kitchen countertop to place it back where it originally was.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0141 m · 접촉 True · 52 스텝
하네스가 되물음(재질의) you are still holding the salt shaker — you cannot pick another object; put it down first with pick_and_place(category, surface) at the destination
skill
navigate
category / surface / room
None / None / kitchen
접지된 object_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
접지된 receptacle_id
None
현재 방
room_4
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is grasped. Now navigate to the kitchen countertop to place it back where it originally was.", "next": {"skill": "navigate", "category": "countertop", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1이동 전이동(A* 주행)이동 후
턴 9pick_and_place성공 39 스텝 · 그리퍼 전환 0
에이전트의 이유 The salt shaker is held in the gripper and we have arrived at the kitchen countertop. Now place the salt shaker on the countertop.
```json
{"note": null, "reasoning": "The salt shaker is held in the gripper and we have arrived at the kitchen countertop. Now place the salt shaker on the countertop.", "next": {"skill": "pick_and_place", "category": "salt shaker", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
preplace 직전정책에 넘긴 시작 자세관측 0관측 1정책 실행(exo)정책 실행(손목)place 후 후퇴(하네스 · +0.12 m)
턴 10pick_and_place성공 19 스텝 · 그리퍼 전환 1
에이전트의 이유 The salt shaker has been successfully picked up and is held in the gripper. We are at the kitchen countertop where it belongs, so we can now place it down.
skill
pick_and_place
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_fae1c48e1d061403dc3bc39cef9e979a_1_0_6
접지된 receptacle_id
countertop_0732260734a411b46bbfe8ee47797dab_1_0_6
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
Pick up the salt shaker and place it in or on the countertop
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been successfully picked up and is held in the gripper. We are at the kitchen countertop where it belongs, so we can now place it down.", "next": {"skill": "pick_and_place", "category": "salt shaker", "surface": "countertop", "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}
관측 0관측 1정책 실행(exo)정책 실행(손목)
턴 11donedone
에이전트의 이유 The salt shaker has been placed onto the kitchen countertop where it originally was. The task is complete.
skill
done
category / surface / room
None / None / None
접지된 object_id
None
접지된 receptacle_id
None
현재 방
room_6
들고 있는 물체
None
정책 프롬프트
—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been placed onto the kitchen countertop where it originally was. The task is complete.", "next": {"skill": "done", "category": null, "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames sampled at even intervals over everything you have observed so far:', 'Frames captured while your previous subgoal was executing:', 'Your current view:', 'Object names used in this house:\nalarm clock, apple, bed, book, bottle, bowl, box, butter knife, cell phone, countertop, cup, dining table, dish sponge, dresser, egg, faucet, fork, fridge, garbage bag, garbage can, house plant, ladle, mug, painting, pillow, plate, plunger, pot, potato, remote control, salt shaker, sink, soap bottle, spray bottle, statue, stool, toaster, toilet, tomato, vase, washing machine, wine bottle', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dresser in the bedroom; return it to the countertop in the kitchen', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 12}